零样本分类论文趋势 2023–2026

零样本识别

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 992 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

零样本分类论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202346552874203
202482455184262
202586564979270
202668446481257

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部零样本分类论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 282 篇，第 5 / 6 页

  1. NeurIPS 2024Masked Pre-training Enables Universal Zero-shot Denoiser
  2. NeurIPS 2024Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
  3. NeurIPS 2024Model-Based Transfer Learning for Contextual Reinforcement Learning
  4. NeurIPS 2024Multiclass Transductive Online Learning
  5. NeurIPS 2024Neural Collapse To Multiple Centers For Imbalanced Data
  6. NeurIPS 2024Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
  7. NeurIPS 2024Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
  8. NeurIPS 2024Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
  9. NeurIPS 2024Online Classification with Predictions
  10. NeurIPS 2024Optimal Classification under Performative Distribution Shift
  11. NeurIPS 2024OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
  12. NeurIPS 2024PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
  13. NeurIPS 2024Pretrained Optimization Model for Zero-Shot Black Box Optimization
  14. NeurIPS 2024Recognize Any Regions
  15. NeurIPS 2024Robust Fine-tuning of Zero-shot Models via Variance Reduction
  16. NeurIPS 2024Segment Any Change
  17. NeurIPS 2024SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
  18. NeurIPS 2024Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
  19. NeurIPS 2024Smoothed Online Classification can be Harder than Batch Classification
  20. NeurIPS 2024Soft-Label Integration for Robust Toxicity Classification
  21. NeurIPS 2024Solving Zero-Sum Markov Games with Continuous State via Spectral Dynamic Embedding
  22. NeurIPS 2024SpeAr: A Spectral Approach for Zero-Shot Node Classification
  23. NeurIPS 2024Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
  24. NeurIPS 2024SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
  25. NeurIPS 2024Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
  26. NeurIPS 2024TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
  27. NeurIPS 2024UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling
  28. NeurIPS 2024Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
  29. NeurIPS 2024Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
  30. NeurIPS 2024Zero-shot Image Editing with Reference Imitation
  31. NeurIPS 2024Zero-Shot Reinforcement Learning from Low Quality Data
  32. NeurIPS 2024Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
  33. NeurIPS 2024Zero-Shot Tokenizer Transfer
  34. NeurIPS 2024Zero-Shot Transfer of Neural ODEs
  35. NeurIPS 2024Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering
  36. NeurIPS 2024ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
  37. NeurIPS 2023A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
  38. NeurIPS 2023Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels
  39. NeurIPS 2023ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
  40. NeurIPS 2023Automated Classification of Model Errors on ImageNet
  41. NeurIPS 2023Black-box Backdoor Defense via Zero-shot Image Purification
  42. NeurIPS 2023Calibrating “Cheap Signals” in Peer Review without a Prior
  43. NeurIPS 2023ChatGPT-Powered Hierarchical Comparisons for Image Classification
  44. NeurIPS 2023CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection
  45. NeurIPS 2023Convex-Concave Zero-Sum Markov Stackelberg Games
  46. NeurIPS 2023CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion
  47. NeurIPS 2023CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
  48. NeurIPS 2023Easy Learning from Label Proportions
  49. NeurIPS 2023Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
  50. NeurIPS 2023Explore to Generalize in Zero-Shot RL

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查零样本分类在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "zero-shot-classification"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇零样本分类论文？
共 992 篇，按年份分别是 2023 年 203 篇、2024 年 262 篇、2025 年 270 篇、2026 年 257 篇。
NeurIPS 2026 有多少篇零样本分类论文？
NeurIPS 2026 有 68 篇零样本分类论文，上一届是 86 篇。
ICLR 2026 有多少篇零样本分类论文？
ICLR 2026 有 44 篇零样本分类论文，上一届是 56 篇。
ICML 2026 有多少篇零样本分类论文？
ICML 2026 有 64 篇零样本分类论文，上一届是 49 篇。
CVPR 2026 有多少篇零样本分类论文？
CVPR 2026 有 81 篇零样本分类论文，上一届是 79 篇。
哪个会议的零样本分类论文最多？
CVPR，2023–2026 年共 318 篇。

「开放词汇视觉」下的其他主题